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Asian Journal of Information Technology

ISSN: Online 1993-5994
ISSN: Print 1682-3915
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Optimization of MT System Based on Automatic Translation Evaluation

Zhang Chunxiang , Li Sheng and Zhao Tiejun
Page: 644-648 | Received 21 Sep 2022, Published online: 21 Sep 2022

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Abstract

Rule-base optimization is very important for improving the translation quality of a transfer-based MT system. In this study, a new metric for rule evaluation is proposed and the strategy of adding rules incrementally in the process of optimization is applied to decrease the effect of crossing-constraints. Experimental results show that the assessment score of open corpus improves by 3.699% under 5-gram Nist metric when the new optimization method is used. And the optimization performance is better than other methods.


How to cite this article:

Zhang Chunxiang , Li Sheng and Zhao Tiejun . Optimization of MT System Based on Automatic Translation Evaluation.
DOI: https://doi.org/10.36478/ajit.2005.644.648
URL: https://www.makhillpublications.co/view-article/1682-3915/ajit.2005.644.648